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Named Entity Recognition

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TitleStatusHype
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think AgainCode1
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
Nested Named Entity Recognition as Latent Lexicalized Constituency ParsingCode1
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NERCode1
USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity RecognitionCode1
QaNER: Prompting Question Answering Models for Few-shot Named Entity RecognitionCode1
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled LearningCode1
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity RecognitionCode1
ParaNames: A Massively Multilingual Entity Name CorpusCode1
DataMUX: Data Multiplexing for Neural NetworksCode1
AISHELL-NER: Named Entity Recognition from Chinese SpeechCode1
Adaptive Fine-Tuning of Transformer-Based Language Models for Named Entity RecognitionCode1
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequencesCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
RuMedBench: A Russian Medical Language Understanding BenchmarkCode1
An end to end approach for brand recognition in product titles with BI-LSTM-CRFCode1
KIND: an Italian Multi-Domain Dataset for Named Entity RecognitionCode1
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
Learning Rich Representation of Keyphrases from TextCode1
Simple Questions Generate Named Entity Recognition DatasetsCode1
Named entity recognition architecture combining contextual and global featuresCode1
ITA: Image-Text Alignments for Multi-Modal Named Entity RecognitionCode1
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph ParsingCode1
Causal Distillation for Language ModelsCode1
KazNERD: Kazakh Named Entity Recognition DatasetCode1
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural SpeechCode1
MarkBERT: Marking Word Boundaries Improves Chinese BERTCode1
Zero-Shot Learning in Named-Entity Recognition with External KnowledgeCode1
Focusing on Potential Named Entities During Active Label AcquisitionCode1
ParsTwiNER: A Corpus for Named Entity Recognition at Informal PersianCode1
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NERCode1
Named Entity Recognition for Entity Linking: What Works and What’s NextCode1
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesCode1
Label-Descriptive Patterns and Their Application to Characterizing Classification ErrorsCode1
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NERCode1
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising LearningCode1
MatSciBERT: A Materials Domain Language Model for Text Mining and Information ExtractionCode1
Actionable Entities Recognition Benchmark for Interactive FictionCode1
An Enhanced Span-based Decomposition Method for Few-Shot Sequence LabelingCode1
GERNERMED -- An Open German Medical NER ModelCode1
Named Entity Recognition and Classification on Historical Documents: A SurveyCode1
Context-NER : Contextual Phrase Generation at ScaleCode1
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive LearningCode1
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information ExtractionCode1
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition ModelsCode1
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-TrainingCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
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